The most dangerous account in your tenant is the one nobody remembers creating. Describe what you need — the AI correlates sign-ins, credentials, groups, and policies, and finds the doors you forgot you left open.
Identity is the perimeter now. The firewall got patched; the credentials got phished. Every directory accretes the same sediment: the service account from a project that ended two years ago, the contractor whose access outlived their contract, the service principal whose client secret expired in 2023 and whose new one has an infinite lifetime, the group that grants admin to fourteen people "temporarily." Whether you run Entra ID, Okta, JumpCloud, Keycloak, Google Workspace, or a hybrid with on-prem AD — VibeComputing handles the full spectrum of identity operations: risky sign-in triage, dormant account detection, MFA coverage gaps, privilege creep and group-membership audits, stale credential and secret expiry reviews, and conditional-access policy analysis. Stop discovering accounts during incident response.
The agent connects in seconds and maps the landscape — which account signed in from two countries inside an hour, which dormant user just woke up after fourteen quiet months, which accounts still authenticate over legacy protocols your MFA policies don't cover, which groups hand out Tier-0 access like confetti, which guest accounts are older than the projects that invited them. "Why was this sign-in flagged risky?" "Who actually has admin?" "What's dormant?" "Which secrets expire this quarter?" The AI correlates sign-in logs, credential state, group memberships, and policy coverage into a single picture — and separates the impossible-travel false positive from the legacy-auth brute force from the quietly thriving backdoor, instead of making you eyeball a risky-sign-in blade at 2 AM.
For identity teams that live under audit and change-control, VibeComputing fits existing setups without ceremony. The zero-trust outbound-only agent model works inside locked-down environments — no inbound ports, no directory interfaces exposed to the internet. Read-only by default: the AI analyzes sign-ins, memberships, and policies, and every disable, reset, or policy change is shown as the exact command before it runs. Usernames, UPNs, and directory identifiers are obfuscated before they reach any model. Humans approve every mutation. Combined with BYOK for strict control over your AI provider and air-gapped deployment for regulated environments, it's the safest way to manage identity with AI.
Example:
$ why did this sign-in get flagged risky?
→[OBFUSCATING] Masking UPNs, IPs, app IDs, and directory identifiers...
→ Impossible travel: successful sign-ins from [masked] and [masked], 47 minutes apart — 11,400 km
→ Account [masked-user-7]: dormant 14 months, then 6 sign-ins this week via legacy auth (IMAP/SMTP basic) — excluded from MFA by conditional-access policy #4
→ Membership: 3 privileged groups, including Tier-0-equivalent; owner left the company 8 months ago
→ Side findings: 27 accounts dormant >90d still enabled; 6 service principals with expired-but-active secrets; 41 guest accounts never signed in
Verdict: treat as compromise until proven otherwise — disable the account, revoke sessions + refresh tokens, rotate the SPN secrets, close the legacy-auth exclusion (exact commands attached). Awaiting your approval.
Networks got patched; credentials get phished. The agent treats every account, key, and secret as attack surface — and maps the blast radius of each one before anyone has to use it.
Every disable, reset, revocation, or policy edit is shown as the exact command before it runs — staged for your change window, approved by a human.
Entra ID, Okta, JumpCloud, Keycloak, Google Workspace, on-prem AD — via Graph, SCIM, LDAP, SAML, or API. Multi-tenant, hybrid, one conversation.
For government and defense: run the entire AI stack on-premises with zero external connectivity.
Bring your own API keys for the LLM provider of your choice. Full control over data access and costs.
Born from deep infrastructure and security roots. Built by engineers who've cleaned up after a forgotten service account — and built the checks that catch it earlier.
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